AnyLoss: Transforming Classification Metrics into Loss Functions.
Do Heon HanNuno MonizNitesh V. ChawlaPublished in: KDD (2024)
Keyphrases
- loss function
- support vector
- hinge loss
- squared error
- classification accuracy
- pairwise
- learning to rank
- partially labeled data
- pattern classification
- text classification
- logistic regression
- machine learning
- supervised learning
- bayes rule
- loss minimization
- support vector machine
- convex optimization
- decision boundary
- risk minimization
- update rules
- cross validation
- cost sensitive
- class labels
- decision trees
- information retrieval